Ecosystem & Stack: opentelemetry

AI Database Connector & Tooling Framework
python
13.6k

googleapis/genai-toolbox

An open-source MCP server connecting AI agents, IDEs, and applications to enterprise databases for data interaction, schema exploration, and code generation.

Generative AI Agent Framework
python
16.3k

pydantic/pydantic-ai

A Python agent framework built by the Pydantic team to quickly and confidently develop production-grade Generative AI applications with a focus on type safety and observability.

LLMOps Platform
openai-sdk
11.2k

tensorzero/tensorzero

An open-source LLMOps platform unifying LLM gateway, observability, evaluation, optimization, and experimentation for robust AI application development.

AI/MLOps Platform
Python
25.3k

mlflow/mlflow

An open-source AI engineering platform for managing the complete lifecycle of AI applications, including agents, LLMs, and ML models, from debugging and evaluation to monitoring and optimization.

Microservices Framework
Go
25.6k

go-kratos/kratos

Your ultimate Go microservices framework for the cloud-native era, offering robust capabilities to build bulletproof applications.

AI Agent Framework
kubernetes
23.7k

agentscope-ai/agentscope

A production-ready, easy-to-use AI agent framework designed for building, running, and finetuning intelligent agents with transparent and trustworthy capabilities.

Terminal-based Log Analysis Tool
Go
2.6k

control-theory/gonzo

Gonzo is a Go-based terminal UI for real-time log analysis, offering interactive dashboards, AI-powered insights, and advanced filtering capabilities.

AI Database Integration Server
go
14.0k

googleapis/mcp-toolbox

Connects AI agents, IDEs, and applications to enterprise databases via an open-source Model Context Protocol (MCP) server, offering prebuilt tools and a framework for custom, secure data interaction.

AI Gateway & API Management
Python
3.6k

IBM/mcp-context-forge

A unified AI gateway and proxy for federating MCP, A2A, and REST/gRPC APIs, offering centralized discovery, governance, and observability for AI agents and tools.

AI/LLM Observability and Evaluation Platform
Docker
3.2k

langwatch/langwatch

A comprehensive platform for end-to-end testing, simulation, evaluation, and monitoring of LLM-powered agents.

AI Agent Development Platform
typescript
1.1k

inkeep/agents

A versatile platform for building and deploying AI agents and multi-agent workflows using a no-code visual builder or a TypeScript SDK, featuring full 2-way synchronization.

AI Agent Orchestration Platform
Go
2.8k

nextlevelbuilder/goclaw

GoClaw is a multi-tenant, secure, and scalable platform for deploying and orchestrating AI agent teams with native concurrency and extensive LLM provider support.

Observability Platform
OpenTelemetry
26.6k

SigNoz/signoz

SigNoz is an open-source, OpenTelemetry-native observability platform that unifies logs, traces, and metrics to monitor applications and troubleshoot issues efficiently.

Cloud-Native Observability Search Engine
Kubernetes
11.1k

quickwit-oss/quickwit

Quickwit is a cloud-native, open-source search engine designed for high-performance observability data (logs, traces, metrics) with sub-second queries on cloud storage.

Observability Platform
Rust
18.6k

openobserve/openobserve

An open-source, cost-effective observability platform for logs, metrics, traces, and RUM, offering significant storage cost savings and high performance.

Robotics Middleware Framework
Rust
3.6k

dora-rs/dora

DORA is a high-performance, 100% Rust framework for building real-time, low-latency, and distributed AI-based robotic applications using a dataflow-oriented architecture.

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